How Anthropic teams use Claude Code
The Tesla Of Political Parties
Since we originally built Claude Code as an internal tool, we've heard a ton of questions about how our teams use it at Anthropic.
— cat (@_catwu) June 5, 2025
Here’s an inside look on how our teams—from product engineering, to growth marketing, to legal—use Claude Code: pic.twitter.com/YnCpVZHEqA
1/ Data scientists build production apps
— cat (@_catwu) June 5, 2025
Our Data Science team built a 5,000-line React dashboard for visualizing ML model performance despite knowing "very little JavaScript."
Claude Code created the entire application from scratch.
2/ Infrastructure teams doing faster security reviews
— cat (@_catwu) June 5, 2025
For infra changes, the Security team feeds Terraform plans to Claude Code and asks: "What's this change going to do?”
Quick analysis of infrastructure changes means faster security approvals & no more developer bottlenecks.
3/ Growth marketers automating Google Ads
— cat (@_catwu) June 5, 2025
Growth Marketing automated their Google Ads workflow: Claude Code processes CSVs with hundreds of ads, identifies underperformers, and generates new variations within character limits.
4/ Designers shipping code directly
— cat (@_catwu) June 5, 2025
Product Design now implements visual changes & state management updates themselves.
Complex projects that took a week of coordination now happen in two 30-min calls. "Claude Code is open 80% of the time alongside Figma."
5/ Finance teams automating workflows
— cat (@_catwu) June 5, 2025
Finance staff with zero coding experience write plain text files describing their data workflows.
Claude Code executes everything: queries dashboards, runs analysis, produces Excel outputs.
6/ Meta: Claude Code building Claude Code
— cat (@_catwu) June 5, 2025
My team asked Claude Code to build Vim key bindings for itself. Claude autonomously implemented ~70% of the feature. We reviewed and refined the final 30%.
Read the full deep dive to see how teams across all of Anthropic use Claude Code: https://t.co/NG3MEnwRxd
— cat (@_catwu) June 5, 2025
And, if you’d like to try out some of these ideas yourself, you can now try Claude Code with the Pro plan!
— cat (@_catwu) June 5, 2025
Get it here: https://t.co/wbJhWHsewH
Ooh, I can just feel the power of love here. It’s just overwhelming. https://t.co/rt8LaX4pau
— George Conway 👊🇺🇸🔥 (@gtconway3d) June 6, 2025
In the "conflict" of Musk vs. Trump, both win. In the attention economy, you cannot lose if your opponent is the President of the United States. It's the best opponent you can dream of.
— Andriy Burkov (@burkov) June 5, 2025
And if your opponent is the richest person on Earth, you cannot lose as the President.
People keep asking me ‘Konstantin, where are all the data centers?’ Today, I can finally give you the answer.
— Konstantin (@KonstantinPilz) June 5, 2025
Explore our new dataset of 750 AI supercomputers, both those that already exist and those planned over the next five years.
Some of my own analysis 🧵 pic.twitter.com/Ek6zjpGueE
I believe he already knows the payroll report when he wrote this. pic.twitter.com/hFC18YVx3Z
— Jim Bianco (@biancoresearch) June 6, 2025
Lovable has now a serious competitor.
— Poonam Soni (@CodeByPoonam) June 6, 2025
Rocket just dropped, and it has taken vibe coding to the next level.
Here's everything you need to know so far: pic.twitter.com/zMgtuDcEtZ
I built this stock market analysis dashboard in just 2 minutes.
— Poonam Soni (@CodeByPoonam) June 6, 2025
The AI tool I used is https://t.co/r502c49pDx—the best vibe coding tool
Simply describe your idea in any language, and Rocket provides you with a fully functioning, beautiful app—ready to ship. pic.twitter.com/ldcOlROHL2
How it works:
— Poonam Soni (@CodeByPoonam) June 6, 2025
1. Go to the homepage at https://t.co/PfYkFdV2jz.
2. Select the dashboard.
3. Type your prompt and generate it.
Prompt used: "Design a clean, modern mobile app dashboard for tracking stock performance of major tech companies (like Apple, Google, Microsoft, Amazon,… pic.twitter.com/L1xqbPHT5V
It’s not just a landing page builder.
— Poonam Soni (@CodeByPoonam) June 6, 2025
With Rocket, you can create:
- Full-stack SaaS apps
- Dashboards with real-time data
- AI-powered tools
- Subscription-based products
- Custom internal tools
- Portfolios, job boards, recipe apps...
If you can imagine it, Rocket can ship… pic.twitter.com/qdAAsIE1pz
Integrations:
— Poonam Soni (@CodeByPoonam) June 6, 2025
Rocket now automatically detects and sets up services like Stripe, Supabase, Figma, and more.
Supported out of the box:
- Figma → Code
- Supabase (Backend/DB)
- Stripe (Payments)
- Resend (Transactional Emails)
- Google Analytics / AdSense
- GitHub Sync
-…
Build stunning apps, websites, dashboards & landing pages from simple prompts (any language)—no coding, just pure magic!
— Poonam Soni (@CodeByPoonam) June 6, 2025
Try @rocketdotnew for Free: https://t.co/AProiP4ARf
Rocket’s seamless integration with tools like Stripe and Figma makes app building incredibly efficient.
— Mushfiq Sajib (@heysajib) June 6, 2025
Sam Altman: Life’s Short Window to Build a Startup
— Overlap: Business & Tech (@Overlap_Tech) June 6, 2025
"There's actually an incredibly short window of how long you can be a great startup CEO.
The mistake is to think of life as a hundred years long. When you're thinking about what to work on and think that 'I have this twenty or… pic.twitter.com/ze0Lq6S6l9
Books don't take time, they GIVE you time:
— Alex & Books 📚 (@AlexAndBooks_) June 6, 2025
An author spends 4 years studying a specific topic and 1 more year summarizing the most important lessons they learned into a single book.
By reading their book, you can download 5 years of experience in just 5 hours.
I was talking a friend who wanted to move up the corporate ladder.
— Dan Go (@FitFounder) June 6, 2025
Aside from the obvious (work ethic, overdelivering etc.) my suggestion to him to get his body jacked and in shape.
People will automatically take you more seriously.
I used this n8n workflow to scrape X for top-performing posts in my niche (it's a big part of how I went from 600 → 6k followers in 13 days)
— J.B. (@VibeMarketer_) June 5, 2025
most creators scroll for hours to find content ideas that work...
whereas I just run this flow and get a full swipe file in minutes -… pic.twitter.com/2GTOfmTen3
The Tesla Of Political Parties https://t.co/NpochJhLyk Please retweet.
— Paramendra Kumar Bhagat (@paramendra) June 6, 2025
Claude Code, Lovable, Rocket: Vibe Coding https://t.co/unT7xYEPNP
— Paramendra Kumar Bhagat (@paramendra) June 6, 2025
